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Learning data creating apparatus, learning model creating system, learning data creating method and program

机译:学习数据创建设备,学习模型创建系统,学习数据创建方法和程序

摘要

A learning data generation apparatus includes an object extraction unit configured to extract an object image from an image; a classification evaluation unit configured to evaluate the object possireimage based on a learned model, and to calculate reliability indicating a degree of posibility that the object image is classified as a candidate label; a classification determination unit configured to, if the reliability is smaller than a first threshold and equal to or larger than a second threshold which is smaller than the first threshold, associate a temporary label different from the candidate label with the object image; and a learning data generation unit configured to generate learning data based on the object image that is associated with the temporary label.
机译:学习数据生成装置包括对象提取单元,被配置为从图像中提取物体图像; 分类评估单元,被配置为基于学习模型评估对象占极光,并计算指示对象图像被分类为候选标签的可用性程度的可靠性; 分类确定单元,被配置为,如果可靠性小于第一阈值并且等于或大于小于第一阈值的第二阈值,则与对象图像相关联与候选标签不同的临时标签; 和学习数据生成单元,被配置为基于与临时标签相关联的对象图像生成学习数据。

著录项

  • 公开/公告号JP6933164B2

    专利类型

  • 公开/公告日2021-09-08

    原文格式PDF

  • 申请/专利权人 株式会社JVCケンウッド;

    申请/专利号JP20180042291

  • 发明设计人 竹原 英樹;

    申请日2018-03-08

  • 分类号G06T7;G06T7/136;G06N20;

  • 国家 JP

  • 入库时间 2022-08-24 20:53:42

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